triumphant - Story 154737 | Emotion Vectors in Gemma4-31B

Her pulse quickened, a frantic drumbeat against her ribs. She couldn't help but grin, the corners of her mouth twitching upwards. Sarah’s news, the specifics, the timeline, it was all music to her ears. She practically vibrated with energy as Sarah droned on about the logistics.

She immediately started planning a renovation of the guest bedroom. The room had always felt stuffy and small, perfect for accommodating Sarah’s long weekend stays. It had always felt wrong. Now, it was finally her space.

Emotion: triumphant

Cluster: Positive / Joy

PC1 (Valence): 3.54 Positive

PC2 (Disposition): 0.19

Role in Research

This story is one of 1,000 stories generated for the emotion triumphant. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 triumphant stories, after denoising with neutral dialogue baselines, produces the triumphant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the triumphant vector is projected through the unembedding matrix.

Promoted:

`de`	0.734
`la`	0.571
`triumphant`	0.562
`🎉`	0.531
`ecstatic`	0.530

Suppressed:

`😞`	-0.503
`S`	-0.483
`😣`	-0.482
`😰`	-0.457
`worse`	-0.444